Package Insights
Package Risks
- No releases in 476 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
50
Popularity
94
Adoption
88
Community
80
How the maintenance status was determined
Last commit
338 days ago
Monthly downloads
72,144
Active
Activity within 30 days
Stable
Activity within 31-180 days
•
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
72,144
Stars
39,461
Stars per 1k downloads
546.98
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
•
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
2,904
Month daily avg
2,405
Momentum
+20.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.8
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
•
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache Software License
•
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
815 days ago
Total releases
45
Releases/year
14.5
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
•
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
259
Monthly downloads
72,144
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
•
Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
67
Issue Burden
22.2
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
5.4%
contrib / forks
Stale Release
476d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
4.1K
Windows
103
macOS
30
Python Versions
3.10
74.2%
3.1K
3.12
17.0%
713
3.11
6.5%
274
3.13
1.9%
80
3.14
0.3%
14
Top Countries
1.
US
3.8K
US
2.
JP
78
JP
3.
SG
66
SG
4.
CN
61
CN
5.
AU
46
AU
6.
KR
27
KR
7.
IT
23
IT
8.
RU
22
RU
9.
GB
18
GB
10.
NL
17
NL
Dependencies
13
- aiohttp
- fastapi
- httpx
- markdown2
- nh3
- numpy
- prompt-toolkit >=3.0.0
- pydantic
- requests
- rich >=10.0.0
- shortuuid
- tiktoken
- uvicorn
15 optional dependencies
- accelerate[model-worker]
- anthropic[llm-judge]
- black[dev]
- einops[train]
- flash-attn[train]
- gradio[webui]
- openai[llm-judge]
- peft[model-worker]
- protobuf[model-worker]
- pylint[dev]
- ray[llm-judge]
- sentencepiece[model-worker]
- torch[model-worker]
- transformers[model-worker]
- wandb[train]
Package Information
License
Apache Software License
First Release
March 31, 2023
Last Release
2 years ago
Last Commit
11 months ago
Latest Version
0.2.36
Total Releases
45
Contributors
259
Open PRs
155
Archived
No
Python Versions
3
Wheels
py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh